From 05398a948a2b43584b16d91f6efdda9eb361ec74 Mon Sep 17 00:00:00 2001 From: George Wort Date: Fri, 25 Jan 2019 15:38:33 +0000 Subject: COMPMID-1843: Implement NECrop Change-Id: I27e8b1a00c2315c72106e8e596f84ad48fb770e3 Signed-off-by: George Wort Reviewed-on: https://review.mlplatform.org/c/648 Tested-by: Arm Jenkins Reviewed-by: Pablo Marquez --- tests/validation/fixtures/CropResizeFixture.h | 139 ++++++++++++++++++++++++++ 1 file changed, 139 insertions(+) create mode 100644 tests/validation/fixtures/CropResizeFixture.h (limited to 'tests/validation/fixtures') diff --git a/tests/validation/fixtures/CropResizeFixture.h b/tests/validation/fixtures/CropResizeFixture.h new file mode 100644 index 0000000000..d83c4113f5 --- /dev/null +++ b/tests/validation/fixtures/CropResizeFixture.h @@ -0,0 +1,139 @@ +/* + * Copyright (c) 2019 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE +#define ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +#include "tests/AssetsLibrary.h" +#include "tests/Globals.h" +#include "tests/IAccessor.h" +#include "tests/RawLutAccessor.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Fixture.h" +#include "tests/validation/Helpers.h" +#include "tests/validation/reference/CropResize.h" +#include "tests/validation/reference/Permute.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template +class CropResizeFixture : public framework::Fixture +{ +public: + template + void setup(TensorShape src_shape, TensorShape boxes_shape, Coordinates2D crop_size, InterpolationPolicy method, + float extrapolation_value, bool is_outside_bounds, DataType data_type) + { + _target = compute_target(src_shape, boxes_shape, crop_size, method, extrapolation_value, is_outside_bounds, data_type); + _reference = compute_reference(src_shape, boxes_shape, crop_size, method, extrapolation_value, is_outside_bounds, data_type); + } + +protected: + template + void fill(U &&tensor, int i) + { + library->fill_tensor_uniform(tensor, i); + } + + template + void fill(U &&tensor, int i, V min, V max) + { + library->fill_tensor_uniform(tensor, i, min, max); + } + + TensorType compute_target(const TensorShape &src_shape, const TensorShape &boxes_shape, const Coordinates2D &crop_size, InterpolationPolicy method, + float extrapolation_value, bool is_outside_bounds, DataType data_type) + { + TensorShape dst_shape(src_shape[0], crop_size.x, crop_size.y, boxes_shape[1]); + + // Create tensors + TensorType src = create_tensor(src_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC); + TensorType boxes = create_tensor(boxes_shape, DataType::F32); + TensorType boxes_ind = create_tensor(TensorShape(boxes_shape[1]), DataType::S32); + TensorType dst = create_tensor(dst_shape, DataType::F32, 1, QuantizationInfo(), DataLayout::NHWC); + + // Create and configure function + FunctionType crop; + crop.configure(&src, &boxes, &boxes_ind, &dst, crop_size, method, extrapolation_value); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(boxes.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(boxes_ind.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + src.allocator()->allocate(); + boxes.allocator()->allocate(); + boxes_ind.allocator()->allocate(); + dst.allocator()->allocate(); + + ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!boxes.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!boxes_ind.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Fill tensors + fill(AccessorType(src), 0); + fill(AccessorType(boxes), 1, is_outside_bounds ? 0.0f - out_of_bounds_reach : 0.0f, is_outside_bounds ? 1.0f + out_of_bounds_reach : 1.0f); + fill(AccessorType(boxes_ind), 2, 0, static_cast(src_shape[3] - 1)); + + // Compute function + crop.run(); + return dst; + } + + SimpleTensor compute_reference(const TensorShape &src_shape, const TensorShape &boxes_shape, const Coordinates2D &crop_size, InterpolationPolicy method, + float extrapolation_value, bool is_outside_bounds, DataType data_type) + { + // Create reference + SimpleTensor src{ src_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC }; + SimpleTensor boxes{ boxes_shape, DataType::F32 }; + SimpleTensor boxes_ind{ TensorShape(boxes_shape[1]), DataType::S32 }; + + // Fill reference + fill(src, 0); + fill(boxes, 1, is_outside_bounds ? 0.0f - out_of_bounds_reach : 0.0f, is_outside_bounds ? 1.0f + out_of_bounds_reach : 1.0f); + fill(boxes_ind, 2, 0, static_cast(src.shape()[3] - 1)); + + SimpleTensor output = reference::crop_and_resize(src, boxes, boxes_ind, crop_size, method, extrapolation_value); + + SimpleTensor permuted = reference::permute(output, PermutationVector(1, 2U, 0U)); + return permuted; + } + + constexpr static float out_of_bounds_reach = 2.0f; + + TensorType _target{}; + SimpleTensor _reference{}; +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE */ -- cgit v1.2.1